Concepedia

Sangeun Kum

SK

Statistics

Publications

6

Citations

216

H-Index

6

Active since

2016

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Sangeun Kum is an author at Korea Advanced Institute of Science and Technology specializing in deep learning, engineering, and speech recognition.

ORCID

Top concepts

Publications per year

2016–2022

6

Publications

6

Joint Detection and Classification of Singing Voice Melody Using Convolutional Recurrent Neural Networks

Sangeun Kum, Juhan Nam · Applied Sciences · 2019 · 79 citations · Full text

, , +17

Melody Extraction On Vocal Segments Using Multi-Column Deep Neural Networks.

Sangeun Kum, Changheun Oh, Juhan Nam · International Symposium/Conference on Music Information Retrieval · 2016 · 73 citations · Full text

Semantic Tagging of Singing Voices in Popular Music Recordings

Keunhyoung Luke Kim, Jongpil Lee, Sangeun Kum et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2020 · 17 citations

, , +22

Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music

Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 17 citations

, , +19

Semi-supervised learning using teacher-student models for vocal melody extraction

Sangeun Kum, Jing-Hua Lin, Li Su et al. · arXiv (Cornell University) · 2020 · 16 citations · Full text

, , +14

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